{"id":"https://openalex.org/W3192705981","doi":"https://doi.org/10.1109/fuzz45933.2021.9494413","title":"Z-Adaptive Fuzzy Inference Systems","display_name":"Z-Adaptive Fuzzy Inference Systems","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3192705981","doi":"https://doi.org/10.1109/fuzz45933.2021.9494413","mag":"3192705981"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz45933.2021.9494413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075036589","display_name":"Fatemeh Rezaee-Ahmadi","orcid":null},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Fatemeh Rezaee-Ahmadi","raw_affiliation_strings":["Center of Excellence in Soft Computing and Intelligent Information Processing (SCIIP), Ferdowsi University of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Soft Computing and Intelligent Information Processing (SCIIP), Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087861683","display_name":"Hamed Rafiei","orcid":"https://orcid.org/0000-0002-0755-9814"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamed Rafiei","raw_affiliation_strings":["Center of Excellence in Soft Computing and Intelligent Information Processing (SCIIP), Ferdowsi University of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Soft Computing and Intelligent Information Processing (SCIIP), Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026330809","display_name":"Mohammad-R. Akbarzadeh-T","orcid":"https://orcid.org/0000-0001-5626-5559"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad-R. Akbarzadeh-T","raw_affiliation_strings":["Center of Excellence in Soft Computing and Intelligent Information Processing (SCIIP), Ferdowsi University of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Soft Computing and Intelligent Information Processing (SCIIP), Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075036589"],"corresponding_institution_ids":["https://openalex.org/I86958956"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62861839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6974384784698486},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5972291827201843},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.5627029538154602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47582629323005676},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.47437649965286255},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4735493063926697},{"id":"https://openalex.org/keywords/sine","display_name":"Sine","score":0.4729230999946594},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43572941422462463},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4285834729671478},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.42365899682044983},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4198358654975891},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.417322039604187},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4167577028274536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4128863513469696},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35107141733169556},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.31595754623413086},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26693111658096313}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6974384784698486},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5972291827201843},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.5627029538154602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47582629323005676},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.47437649965286255},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4735493063926697},{"id":"https://openalex.org/C186661526","wikidata":"https://www.wikidata.org/wiki/Q13647261","display_name":"Sine","level":2,"score":0.4729230999946594},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43572941422462463},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4285834729671478},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.42365899682044983},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4198358654975891},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.417322039604187},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4167577028274536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4128863513469696},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35107141733169556},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.31595754623413086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26693111658096313},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz45933.2021.9494413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1552255123","https://openalex.org/W1964594316","https://openalex.org/W2030827420","https://openalex.org/W2042774699","https://openalex.org/W2122361993","https://openalex.org/W2166814474","https://openalex.org/W2317916567","https://openalex.org/W2417090063","https://openalex.org/W2489692099","https://openalex.org/W2546700349","https://openalex.org/W2612198673","https://openalex.org/W2619808002","https://openalex.org/W2725779128","https://openalex.org/W2794273717","https://openalex.org/W2911546748","https://openalex.org/W3040786413","https://openalex.org/W4255764962","https://openalex.org/W4285719527","https://openalex.org/W6699821906","https://openalex.org/W6738822892","https://openalex.org/W6740084726"],"related_works":["https://openalex.org/W2316629716","https://openalex.org/W2619923004","https://openalex.org/W2033613435","https://openalex.org/W3119111295","https://openalex.org/W2750393159","https://openalex.org/W2012508237","https://openalex.org/W2116249946","https://openalex.org/W2804121587","https://openalex.org/W3186561448","https://openalex.org/W2775230136"],"abstract_inverted_index":{"Z-numbers":[0,21,50,62],"consist":[1],"of":[2,20,49,61,81,97,158],"two":[3],"components,":[4],"restriction":[5,7],"and":[6,13,28,94,126,147],"reliability,":[8],"to":[9,63,150],"cover":[10],"both":[11],"possibilistic":[12],"probabilistic":[14],"uncertainties.":[15],"So":[16],"far,":[17],"the":[18,47,58,76,84,95,98,104,138,144,151],"components":[19],"are":[22,100],"merely":[23],"determined":[24],"by":[25],"expert":[26],"knowledge":[27],"lack":[29],"automated":[30],"learning/training.":[31],"To":[32],"overcome":[33],"this":[34,70],"limitation,":[35],"we":[36],"propose":[37],"a":[38,64,73,90,109,127],"Z-Adaptive":[39],"Fuzzy":[40,152],"Inference":[41,153],"System":[42],"(ZAFIS)":[43],"that":[44,137],"systematically":[45],"learns":[46],"parameters":[48,96],"from":[51],"input-output":[52,105],"data":[53,106],"pairs.":[54],"We":[55,67],"first":[56,77],"convert":[57],"second":[59],"component":[60],"crisp":[65],"number.":[66],"then":[68],"use":[69],"number":[71],"as":[72],"weight":[74],"for":[75],"fuzzy":[78,91],"membership":[79,86],"part":[80],"Z-numbers.":[82],"Finally,":[83],"resultant":[85],"is":[87,116,140,148],"placed":[88],"in":[89,156],"inference":[92],"system,":[93],"system":[99],"learned":[101],"based":[102],"on":[103,118],"pairs":[107],"using":[108],"gradient":[110],"descent":[111],"algorithm.":[112],"The":[113,134],"proposed":[114],"method":[115],"evaluated":[117],"several":[119],"functions":[120],"(sine,":[121],"increasing":[122],"sine,":[123],"Hermite,":[124],"Gabor,":[125],"nonlinear":[128],"function)":[129],"with/without":[130],"added":[131],"noise":[132],"scenarios.":[133],"results":[135],"show":[136],"ZAFIS":[139],"more":[141],"robust":[142],"against":[143],"noisy":[145],"inputs":[146],"superior":[149],"Systems":[154],"(FISs)":[155],"terms":[157],"MSE.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
